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20242026
most citedLimiX: Unleashing Structured-Data Modeling Capability for Generalist Intelligence

3 citations · 6 across the 13 of their papers we have counts for

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5 papers · 1 filter

cs.CL2024

Chip-Tuning: Classify Before Language Models Say

Fangwei Zhu, Dian Li, Jiajun Huang +3

The rapid development in the performance of large language models (LLMs) is accompanied by the escalation of model size, leading to the increasing cost of model training and infere…

cs.AI2024★ 1 cited

Innovative Thinking, Infinite Humor: Humor Research of Large Language Models through Structured Thought Leaps

Han Wang, Yilin Zhao, Dian Li +4

Humor is previously regarded as a gift exclusive to humans for the following reasons. Humor is a culturally nuanced aspect of human language, presenting challenges for its understa…

cs.RO2024

Open-Nav: Exploring Zero-Shot Vision-and-Language Navigation in Continuous Environment with Open-Source LLMs

Yanyuan Qiao, Wenqi Lyu, Hui Wang +5

Vision-and-Language Navigation (VLN) tasks require an agent to follow textual instructions to navigate through 3D environments. Traditional approaches use supervised learning metho…

cs.CV2024

Video-CCAM: Enhancing Video-Language Understanding with Causal Cross-Attention Masks for Short and Long Videos

Jiajun Fei, Dian Li, Zhidong Deng +3

Multi-modal large language models (MLLMs) have demonstrated considerable potential across various downstream tasks that require cross-domain knowledge. MLLMs capable of processing…

cs.CL2024

SMLT-MUGC: Small, Medium, and Large Texts -- Machine versus User-Generated Content Detection and Comparison

Anjali Rawal, Hui Wang, Youjia Zheng +2

Large language models (LLMs) have gained significant attention due to their ability to mimic human language. Identifying texts generated by LLMs is crucial for understanding their…